Math Problem Statement

both mannual answer and matlab coding

Solve the differential equation for a damped harmonic oscillator using Laplace transform technique and write MATLAB coding.

Solution

To solve this problem, I will provide the manual solution using the Laplace transform technique and the MATLAB code to solve the given differential equation.


Manual Solution

The given differential equation is:

md2x(t)dt2+cdx(t)dt+kx(t)=0m \frac{d^2 x(t)}{dt^2} + c \frac{dx(t)}{dt} + kx(t) = 0

with initial conditions: x(0)=x0,dx(0)dt=v0.x(0) = x_0, \quad \frac{dx(0)}{dt} = v_0.

Step 1: Apply Laplace Transform

Taking the Laplace transform of both sides of the equation:

[ \mathcal{L} \left[m \frac{d^2 x(t)}{dt^2} \right] + \mathcal{L} \left[c \frac{dx(t)}{dt} \right] + \mathcal{L} \left[k x(t) \right] = 0 ]

Using the Laplace transform properties: L[d2x(t)dt2]=s2X(s)sx(0)dx(0)dt,\mathcal{L} \left[\frac{d^2 x(t)}{dt^2} \right] = s^2 X(s) - s x(0) - \frac{dx(0)}{dt}, L[dx(t)dt]=sX(s)x(0),\mathcal{L} \left[\frac{dx(t)}{dt} \right] = s X(s) - x(0), L[x(t)]=X(s).\mathcal{L} \left[x(t) \right] = X(s).

Substitute into the equation: [ m \left[s^2 X(s) - s x_0 - v_0 \right] + c \left[s X(s) - x_0 \right] + k X(s) = 0. ]

Step 2: Simplify the Equation

Expand and rearrange: ms2X(s)msx0mv0+csX(s)cx0+kX(s)=0.m s^2 X(s) - m s x_0 - m v_0 + c s X(s) - c x_0 + k X(s) = 0.

Factorize X(s)X(s): X(s)[ms2+cs+k]=msx0+mv0+cx0.X(s) \left[m s^2 + c s + k \right] = m s x_0 + m v_0 + c x_0.

Solve for X(s)X(s): X(s)=msx0+mv0+cx0ms2+cs+k.X(s) = \frac{m s x_0 + m v_0 + c x_0}{m s^2 + c s + k}.

Step 3: Partial Fraction Decomposition (if needed)

The denominator is a quadratic polynomial: ms2+cs+k.m s^2 + c s + k.

To find the time-domain solution x(t)x(t), perform inverse Laplace transform on X(s)X(s). Depending on the roots of the characteristic equation: ms2+cs+k=0,m s^2 + c s + k = 0, we have three cases:

  1. Overdamped (c2>4mkc^2 > 4mk): Two distinct real roots.
  2. Critically damped (c2=4mkc^2 = 4mk): Repeated real roots.
  3. Underdamped (c2<4mkc^2 < 4mk): Complex conjugate roots.

The solution in each case involves standard inverse Laplace transform techniques.


MATLAB Code

Below is MATLAB code for solving the differential equation using the Laplace transform:

matlab
syms x(t) s X m = 1; % Mass (example value, replace as needed) c = 1; % Damping coefficient (example value) k = 1; % Spring constant (example value) x0 = 1; % Initial displacement v0 = 0; % Initial velocity % Define the differential equation Dx = diff(x, t); D2x = diff(x, t, 2); eqn = m * D2x + c * Dx + k * x == 0; % Laplace transform the equation X = laplace(x, t, s); Dx0 = v0; % Substitute initial conditions eqn_L = subs(m * s^2 * X - m * s * x0 - m * Dx0 + c * s * X - c * x0 + k * X, ... {'x0', 'Dx0'}, {x0, v0}); % Solve for X(s) X_s = solve(eqn_L == 0, X); % Inverse Laplace Transform x_t = ilaplace(X_s, s, t); disp('Time-domain solution:'); disp(x_t); % Optional: Numerical solution t_vals = 0:0.01:10; % Time range x_num = double(subs(x_t, t, t_vals)); plot(t_vals, x_num); xlabel('Time (s)'); ylabel('Displacement x(t)'); title('Damped Harmonic Oscillator'); grid on;

Would you like me to:

  1. Provide detailed cases for overdamping, underdamping, and critical damping?
  2. Expand the MATLAB solution further with comments?
  3. Derive specific numerical examples for parameters mm, cc, and kk?
  4. Include plots for various damping scenarios in MATLAB?
  5. Solve the Laplace transform manually for specific roots?

Tip: Always verify the roots of the characteristic equation before proceeding with inverse Laplace transform to determine the nature of the solution.

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Math Problem Analysis

Mathematical Concepts

Laplace Transforms
Differential Equations
Damping Harmonic Motion
Initial Value Problems

Formulas

m * (d²x/dt²) + c * (dx/dt) + kx = 0
Laplace Transform properties for derivatives
Roots of a quadratic equation: s = [-b ± sqrt(b² - 4ac)] / 2a

Theorems

Second-Order Linear Differential Equation
Inverse Laplace Transform Theorem

Suitable Grade Level

Undergraduate Engineering/Physics Students